Machine Learning Engineer, TikTok - Singapore

Responsibilities

About TikTok

TikTok is the leading destination for short-form mobile video. At TikTok, our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Creation is the core of TikTok's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At TikTok, we create together and grow together. That's how we drive impact-for ourselves, our company, and the users we serve. Join us.

TikTok-Data Video Recommendation Team is responsible for the personalized recommendation algorithms for TikTok's hundreds of millions of global users. Here, you will collaborate with top algorithm engineers in the industry, leveraging your expertise in deep learning, recommendation algorithms, and large models to continuously transform and enhance the TikTok user experience and content ecosystem.

Responsibility

• Build industry leading recommendation system, develop highly scalable classifiers and tools leveraging machine learning
• Understand product objectives and machine learning techniques, improve model and recommendation strategy
• Understand user behavior and apply Machine Learning algorithms to optimize push notification and production experience
• Work with TikTok cross functional teams to grow TikTok in important regional markets
  
  

Qualifications

Minimum Qualifications:

• Bachelor's degree (or more) in computer science or a related technical discipline
• Solid experience with data structures or algorithms
• Software development experience through hands on coding in a general purpose programming language
• Experience in one or more of the following areas: machine learning, recommendation systems, data mining or other related areas
• Strong communication and teamwork skills
• Passion about technologies and solving challenging problems
  
  

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.